Laser & Optoelectronics Progress, Volume. 60, Issue 16, 1610012(2023)

Infrared and Visible Image Fusion Method Based on Saliency Target Extraction and Poisson Reconstruction

Wenqing Liu, Renhua Wang*, Xiaowen Liu, and Xin Yang
Author Affiliations
  • Department of Information and Cyber Security, People's Public Security University of China, Beijing 100038, China
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    Figures & Tables(12)
    Block diagram of the proposed fusion method
    Flow chart of the saliency target extraction method
    Infrared image and saliency map. (a) Infrared image; (b) saliency map
    Threshold segmentation result. (a) Infrared image; (b) mask 1; (c) infrared sub-image 1
    Schematic of function y=xγ
    Comparison of Gamma correction results. (a) Infrared sub-image 1; (b) a=0.5, b=-0.5, c=2, d=0.5; (c) a=0.2, b=-0.2, c=5, d=1; (d) a=1, b=-1, c=1, d=1
    Comparison of saliency target extraction results
    Comparison of gray fusion images and optimized fusion images
    Comparison of results between GTF method and proposed method
    Comparison images of experimental results
    Quantitative analysis results
    • Table 1. Average running time of different methods

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      Table 1. Average running time of different methods

      ParameterADFCVTDDCTPCAFPDEGTFIFEVIPMSVDFusionGANSwinFusionProposed method
      Time /s1.6992.55913.6372.5234.1681.3180.42538.74342.5107.332
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    Wenqing Liu, Renhua Wang, Xiaowen Liu, Xin Yang. Infrared and Visible Image Fusion Method Based on Saliency Target Extraction and Poisson Reconstruction[J]. Laser & Optoelectronics Progress, 2023, 60(16): 1610012

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    Paper Information

    Category: Image Processing

    Received: Aug. 12, 2022

    Accepted: Oct. 9, 2022

    Published Online: Aug. 18, 2023

    The Author Email: Wang Renhua (wangrenhua@ppsuc.edu.cn)

    DOI:10.3788/LOP222293

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